Project Lens is an alpha-level demo. The data sets are incomplete and imbalanced and algorithm parameters are being tuned. Results should thus be considered directional. Want to provide feedback, request features, or collaborate?

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Book

vs. Baseline Lens Category
19.5x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
6.8x EconTwitter Science
6.5x Crypto Political Economy Crypto
5.8x Mercatus Center Think Tanks
4.3x Persuasion Community Culture and Political Economy
4.0x Philosophy Twitter Science
3.9x Center for American Progress Think Tanks
3.7x Works in Progress Culture and Political Economy
3.3x Index Ventures Venture Capital
3.2x Council on Foreign Relations Think Tanks
3.0x Public Goods Funding Crypto
3.0x Ethereum Crypto
2.8x Decentralized Autonomous Organizations (DAOs) Crypto
2.8x Reality-Based Community system
2.7x Bloomberg Opinion Journalism
2.6x Think Tanks system
2.5x Columbia SIPA Center for Energy Policy Think Tanks
2.2x Peterson Institute for International Economics Think Tanks
2.0x Climate Solutions Culture and Political Economy
1.8x Rust Software Engineering
1.8x Non-Fungible Tokens (NFTs) Crypto
1.8x Schumacher Circle Culture and Political Economy
1.6x Crypto Infrastructure Crypto
1.6x Decentralized Finance (DeFi) Crypto
1.6x Village Global Venture Capital
1.5x Effective Altruism Culture and Political Economy
1.4x Extinction Rebellion Culture and Political Economy
1.2x Ars Technica Journalism
1.0x Heterodox Academy Culture and Political Economy
1.0x Baseline system
0.9x The Long Now Foundation Culture and Political Economy
0.9x Decentralized Web Crypto
0.8x Founders Informal Community
0.8x Cato Institute Think Tanks
0.8x Moderate Conservatism Culture and Political Economy
0.8x Adam Smith Institute Think Tanks
0.8x Progress Studies Culture and Political Economy
0.8x Cosmos Crypto
0.7x RadicalxChange Culture and Political Economy
0.7x Palladium Magazine Journalism
0.5x Rationality Culture and Political Economy
0.5x Recode Journalism
0.5x Bismark Analysis Culture and Political Economy
0.5x Crypto Journalists Crypto
0.5x Brookings Think Tanks
0.4x Environmental Defense Fund Culture and Political Economy
0.4x Crypto Angels Crypto
0.4x Anarachists Culture and Political Economy
0.4x Crypto Investing Crypto
0.3x Harper's Open Letter Culture and Political Economy
0.3x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.3x Social Epistemology Culture and Political Economy
0.3x Polkadot Crypto
0.3x Crypto VC Crypto
0.3x Sierra Clib Culture and Political Economy
0.3x Biotech Science
0.3x Ecosocialism Culture and Political Economy
0.3x American Enterprise Institute Think Tanks
0.3x National Bureau of Economic Research Think Tanks
0.3x A16Z Venture Capital
0.3x Financial Times Journalism
0.2x VICE Journalism
0.2x Initialized Capital Venture Capital
0.2x Black Lives Matter Culture and Political Economy
0.2x Khosla Ventures Venture Capital
0.2x Asia Society Policy Institute Think Tanks
0.2x Populist Libertarians Culture and Political Economy
0.1x The Economist Journalism
0.1x Newsmax Journalism
0.1x IDEO Founder Collective Crypto
0.1x CNBC Journalism
0.1x The New York Times Journalism
0.1x The Los Angeles Times Journalism
0.1x 350.org Culture and Political Economy
0.1x Heritage Foundation Think Tanks
0.1x Accel Venture Capital
0.1x Epidimiology Twitter Science
0.1x Hoover Institution Think Tanks
0.1x Zig Software Engineering
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Wired Journalism
0.1x EFF Culture and Political Economy
0.1x Niskanen Center Think Tanks
0.1x Foreign Policy Journalism
0.1x Existential Risks Culture and Political Economy
0.1x Bessemer Venture Capital
0.1x RAND Corporation Think Tanks
0.1x Reuters Journalism
0.1x The Atlantic Journalism
0.0x Stat News Journalism
0.0x BuzzFeed Journalism
0.0x Standard Crypto Venture Capital
0.0x The Verge Journalism
0.0x Belfer Center Think Tanks
0.0x Environmental Journalists Culture and Political Economy
0.0x Atlantic Council Think Tanks
0.0x Wall Street Journal Journalism
0.0x Urban Institute Think Tanks
0.0x Techcrunch Journalism
0.0x The Information Journalism
0.0x OANN Journalism
0.0x The Dispatch Journalism
0.0x Sequioa Venture Capital
0.0x Berggruen Institute Think Tanks
0.0x Fair Vote Culture and Political Economy
0.0x The Daily Beast Journalism
0.0x Homebrew Venture Capital
0.0x Hudson Institute Think Tanks
0.0x Sutter Hill Ventures Venture Capital
0.0x My Climate Journey Venture Capital
0.0x Eurasia Group Think Tanks
0.0x The Intercept Journalism
0.0x Claremont Institute Culture and Political Economy
0.0x Y Combinator Venture Capital
0.0x Benchmark Capital Venture Capital
0.0x Epidemiology Journalism Science
0.0x Founders Fund Venture Capital
0.0x Earth Institute Think Tanks
0.0x Foundation Against Intolerance and Racism Culture and Political Economy
0.0x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.0x Washington Post Journalism
0.0x Degrowth Culture and Political Economy
0.0x Ecomodernists Culture and Political Economy